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Hi, Chrischoy. Thanks for your excellent work, and I benefit greatly from your work. I noticed that RandDropout has an unused parameter called dropout_application_ratio. I presumed it should control whether apply RandDropout and made the following change. To prevent this modify influencing performance, I change the default value of dropout_application_ratio to dropout_ratio.